Fold 2 - Understanding why coefficient -3083134 was selected
Tag: SOEUR
Selected Coefficient: -3083134
Taxonomy Path: -1.1.20.6
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -3083134 | 1.000160 | -1.1.20.6 | -6.20.1.1 (-(6*79^3 + 20*79^2 + 79 + 1)) | Yes | |
| 1454073 | 1.000160 | 78.77.74.2 | 2.74.77.78 (2*79^3 + 74*79^2 + 77*79 + 78) | No | |
| -1522804 | 2.000000 | -0.0.7.3 | -3.7.0.0 (-(3*79^3 + 7*79^2)) | No |
These are the training products that have the "SOEUR" tag (processing sequence 2730). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 1074 | Ucello Shorts | 1454073 | SHORTS, FASHION | 4537207 | none | ||
| 862 | Cuba Cardi | -1522804 | EUROPEAN BRANDS | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | |
| 960 | Harry Trousers | -3083134 | JEANS, EUROPEAN BRANDS | 0 | none |